Next-gen agriculture: integrating AI and XAI for precision crop yield predictions by R. N. V. Jagan Mohan, Pravallika Sree Rayanoothala, R. Praneetha Sree

“…By integrating AI-driven predictions with XAI-based interpretability, this research presents a robust and transparent framework for mitigating the adverse effects of climate change on agriculture, emphasizing its potential for scalable application in precision farming and policy development.…”
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Empowering Career Choices: Developing Social and Emotional Support Services for Adolescents by Mukhlinatus Sangadah, Mudafiatun Isriyah, Weni Kurnia Rahmawati

“…The research provides a scalable framework that bridges critical gaps in Indonesian career counseling and offers valuable insights for global applications in similar contexts.…”
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Fractional hitting sets for efficient multiset sketching by Timothé Rouzé, Igor Martayan, Camille Marchet, Antoine Limasset

“…However, fixed-size sketches encounter difficulties when applied to divergent datasets. Scalable sketching methods, such as sourmash, provide valuable solutions but still lack resource-efficient, tailored indexing. …”
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Ashwagandha: Optimizing the Extraction and Electrospun Nanofiber Production by Maciej Jaskólski, Magdalena Paczkowska-Walendowska, Andrzej Miklaszewski, Judyta Cielecka-Piontek

“…The developed nanofibers offer promising applications in pharmaceuticals, cosmetics, and functional foods, paving the way for a scalable and efficient utilization of Ashwagandha bioactives.…”
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Digital human technology in the application of live streaming in social media by Xi Chen, Siva Shankar Ramasamy, Bibi She

“…Future research should explore scalable DHT solutions to improve accessibility for a wider range of content creators.…”
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A Framework for Resilient Community Microgrids: Review of Operational Strategies and Performance Metrics by Joy Dalmacio Billanes, Bo Nørregaard Jørgensen, Zheng Ma

“…Future research should validate the proposed framework through empirical studies and explore scalable, cost-effective solutions to enable widespread adoption.…”
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Multimodal approach to public health interventions using EGG and mobile health technologies by Xiao Zhang, Han Liu, Mingyang Sun, Shuangyi Feng

“…Through a multi-scale fusion layer, PH-CLIP enhances interpretability and robustness in EEG embeddings, thereby supporting more accurate and scalable interventions across diverse public health applications.Results and discussionExperimental results indicate that PH-CLIP achieves significant improvements in EEG classification accuracy and mental health prediction efficiency compared to leading EEG analysis models. …”
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MoS₂–Plasmonic Hybrid Platforms: Next-Generation Tools for Biological Applications by Nayra A. M. Moussa, Seungah Lee, Seong Ho Kang

“…Despite the promising advancements of MoS₂–plasmonic hybrids, translating these platforms into clinical practice requires overcoming considerable challenges, such as synthesis reproducibility, toxicity, stability in physiological conditions, targeted delivery, and scalable manufacturing. Addressing these challenges is essential for realizing their potential as next-generation tools in diagnostics and targeted therapies.…”
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Automatic Scaling Mechanism of Intermodal EDI System under Green Cloud Computing by Qiang Huang, Lin Sun, Furong Jia, Jiaxin Yuan, Yao Wu, Jinshan Pan

“…Therefore, a decentralized, scalable, distributed and efficient data exchange system is formed. …”
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Deep Interest-Shifting Network with Meta-Embeddings for Fresh Item Recommendation by Zhao Li, Haobo Wang, Donghui Ding, Shichang Hu, Zhen Zhang, Weiwei Liu, Jianliang Gao, Zhiqiang Zhang, Ji Zhang

“…Empirical results clearly verify the effectiveness of the proposed techniques, which are arguably promising and scalable in real-world applications.…”
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DeepSeek vs. ChatGPT: Comparative Efficacy in Reasoning for Adults’ Second Language Acquisition Analysis by Mohammad Mahyoob Albuhairy, Jeehaan Algaraady

“…This research pushes the integration of AI into language instruction for scalable solutions for adult L2 learners while pointing at improvements needed in the models.…”
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Optical Fresnel zone plate flat lenses made entirely of colored photoresist through an i-line stepper by Ryohei Yamada, Hiroyuki Kishida, Tomohiro Takami, Itti Rittaporn, Mizuho Matoba, Haruyuki Sakurai, Kuniaki Konishi

“…Our method is a cost-effective, simple, and scalable solution for mass production of planar lenses and other optical components operating in the visible region. …”
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Hybrid optimization of EDLP and high-low pricing strategies by Hamed Karimi

“…By providing actionable insights and strategic recommendations, this research offers a practical, scalable solution for optimizing retail pricing strategies in a data-driven and competitive environment, ultimately supporting retailers in their quest to dominate the market.…”
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An Evolutionary Federated Learning Approach to Diagnose Alzheimer’s Disease Under Uncertainty by Nanziba Basnin, Tanjim Mahmud, Raihan Ul Islam, Karl Andersson

“…This research not only advances AD diagnostics by integrating multimodal data but also underscores the potential of federated learning for scalable, privacy-preserving healthcare solutions.…”
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Long-term stable laser injection locking for quasi-CW applications by Florian Kiesel, Kirill Karpov, Alexandre De Martino, Jonas Auch, Christian Gross

“…For this reason, efficient and scalable amplification of narrow line laser light is still a major driving point in modern laser system designs. …”
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TEICHI and the Tools Paradox by Sebastian Pape, Christof Schöch, Lutz Wegner

“…Therefore, we compare the TEICHI framework specifically to the Versioning Machine (VM) and the Scalable Architecture for Digital Editions (SADE). …”
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GIS based flood susceptibility mapping in the Keleghai river basin, India: a comparative assessment of bivariate statistical models by Kabirul Islam

“…This study develops a scalable model to map flood-prone areas, providing crucial insights for disaster management using bivariate statistical methods (Frequency Ratio, Shannon Entropy, and Information Value), with analyzed eight independent variables: slope, elevation, drainage density, rainfall, topographic wetness index, normalized difference vegetation index, land use, and stream power index. …”
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Modifying non-coding regions of linear DNA vaccines to explore the interplay of expression and inflammation in immunogenicity by David C. Stirling, Maria de Miguel Ferrer, Sungwon Kim, Madina Wane, Daniel Kysh, Lisa J. Caproni, John S. Tregoning

“…Here, we explore the effect of altering non-coding 5’ regions, on the immunogenicity of a closed linear DNA platform, Doggybone™ DNA (dbDNATM), produced by a rapid and scalable cell-free method. Using a mouse model, we found that enhancer sequences and DNA targeting sequences (DTS) increased influenza virus hemagglutinin (HA) expression and improved immune responses. …”
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Utilizing MRAMs With Low Resistance and Limited Dynamic Range for Efficient MAC Accelerator by Sateesh, Kaustubh Chakarwar, Shubham Sahay

“…For proof-of-concept demonstration, we exploit an MLC MRAM based on c-MTJ for realizing a highly scalable 2-FinFET-1-MRAM supercell with large dynamic range, low supercell currents and high endurance. …”
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Integration of silver nanostructures in wireless sensor networks for enhanced biochemical sensing by M. Sahaya Sheela, S. Kumarganesh, Binay Kumar Pandey, Mesfin Esayas Lelisho

“…These outcomes confirm that higher synthesis temperatures and precise shape control contribute to larger, more stable nanostructures.The enhanced stability and responsiveness underscore the potential of noble metal nanostructures for scalable and durable sensor applications, offering a significant advancement over current methods.…”
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